WHAT IT ANSWERS
这张表适合回答什么
- 比较公司财务与分析师预期
- 构建基本面筛选和历史回测输入
DATASET · fundamental
fundamental.cash_flow_massive
这是财务报表、估值与分析师预期中的“Massive 现金流量表”数据集;一行由 ticker、period_end、timeframe、fiscal_quarter 定位,主要字段包括 cik、filing_date、fiscal_year、net_income、depreciation_depletion_and_amortization。
filing_dateWHAT IT ANSWERS
GRAIN & TIME
KEY FIELDS
cikperiod_endtimeframetickerfiscal_quartersourceRECOMMENDED JOINS
该表主要按自身业务键使用,目前没有推荐的跨表主键联接。
HOW TO QUERY SAFELY
先用 catalog 确认当前契约;可按 catalog 中列出的 filters 进一步缩小范围;单页最多 5000 行,响应有 has_more 时原样传回 next_cursor 继续分页。
MACHINE CONTRACT
ticker, period_end, timeframe, fiscal_quarter, sourceticker, period_end, timeframe, fiscal_quarter, sourcecanonical_final_activecik→ cik · stringfiscal_quarter→ fiscal_quarter · integerfiscal_year→ fiscal_year · integerprovider→ provider · stringsource→ source · stringticker→ ticker · stringPOINT IN TIME
该资产没有 PIT 契约。普通 rows 端点仍按当前公开读模式返回数据;不要把它表述成历史时点快照。
COPY-READY CALLS
同一数据集可用 HTTP、Python SDK、CLI 或 MCP;Key 始终只通过环境变量/Bearer Header 传递。
curl --fail-with-body -H "Authorization: Bearer $FRIENDS_DATA_API_KEY" "https://api.alphahubs.uk/api/v1/data/datasets/fundamental/cash_flow_massive/rows?limit=100&cik=0000320193"from friends_data_api import FriendsDataClient, Settings
async with FriendsDataClient(Settings.from_env()) as client:
page = await client.get_dataset_rows('fundamental', 'cash_flow_massive', limit=100, filters={'cik': '0000320193'})
print(page.data)
if page.has_more:
print("next cursor:", page.next_cursor)friends-data get-dataset-rows fundamental cash_flow_massive --limit 100 --filter cik=0000320193{
"arguments": {
"dataset": "cash_flow_massive",
"filters": {
"cik": "0000320193"
},
"limit": 100,
"namespace": "fundamental"
},
"tool": "get_dataset_rows"
}FIELD DICTIONARY
descriptionSource 可在 JSON 中区分仓库注释、标准术语表和名称推导说明。
| # | 字段 | ClickHouse 类型 | JSON | 可空 | 角色 | 说明 |
|---|---|---|---|---|---|---|
| 1 | ticker | String | string | no | filter, default_order, warehouse_primary_key, contract_unique_key | Ticker symbol reported by the source or mapped security master.标准术语表 |
| 2 | cik | String | string | no | filter | SEC Central Index Key identifying the filer.标准术语表 |
| 3 | period_end | Date | string / date | no | default_order, warehouse_primary_key, contract_unique_key | Source-normalized field: period end.名称推导 |
| 4 | filing_datedate | Nullable(Date) | string / date | yes | time | Date on which the filing was submitted or published.标准术语表 |
| 5 | fiscal_quarter | UInt8 | integer | no | filter, default_order, warehouse_primary_key, contract_unique_key | Source-normalized field: fiscal quarter.名称推导 |
| 6 | fiscal_year | Nullable(UInt16) | integer | yes | filter | Source-normalized field: fiscal year.名称推导 |
| 7 | timeframe | LowCardinality(String) | string | no | default_order, warehouse_primary_key, contract_unique_key | Source-normalized field: timeframe.名称推导 |
| 8 | net_income | Nullable(Float64) | number | yes | value | Source-normalized field: net income.名称推导 |
| 9 | depreciation_depletion_and_amortization | Nullable(Float64) | number | yes | value | Source-normalized field: depreciation depletion and amortization.名称推导 |
| 10 | other_operating_activities | Nullable(Float64) | number | yes | value | Source-normalized field: other operating activities.名称推导 |
| 11 | change_in_other_operating_assets_and_liabilities_net | Nullable(Float64) | number | yes | value | Source-normalized field: change in other operating assets and liabilities net.名称推导 |
| 12 | cash_from_operating_activities_continuing_operations | Nullable(Float64) | number | yes | value | Source-normalized field: cash from operating activities continuing operations.名称推导 |
| 13 | net_cash_from_operating_activities | Nullable(Float64) | number | yes | value | Source-normalized field: net cash from operating activities.名称推导 |
| 14 | purchase_of_property_plant_and_equipment | Nullable(Float64) | number | yes | value | Source-normalized field: purchase of property plant and equipment.名称推导 |
| 15 | other_investing_activities | Nullable(Float64) | number | yes | value | Source-normalized field: other investing activities.名称推导 |
| 16 | net_cash_from_investing_activities_continuing_operations | Nullable(Float64) | number | yes | value | Source-normalized field: net cash from investing activities continuing operations.名称推导 |
| 17 | net_cash_from_investing_activities | Nullable(Float64) | number | yes | value | Source-normalized field: net cash from investing activities.名称推导 |
| 18 | long_term_debt_issuances_repayments | Nullable(Float64) | number | yes | value | Source-normalized field: long term debt issuances repayments.名称推导 |
| 19 | dividends | Nullable(Float64) | number | yes | value | Source-normalized field: dividends.名称推导 |
| 20 | other_financing_activities | Nullable(Float64) | number | yes | value | Source-normalized field: other financing activities.名称推导 |
| 21 | net_cash_from_financing_activities_continuing_operations | Nullable(Float64) | number | yes | value | Source-normalized field: net cash from financing activities continuing operations.名称推导 |
| 22 | net_cash_from_financing_activities | Nullable(Float64) | number | yes | value | Source-normalized field: net cash from financing activities.名称推导 |
| 23 | change_in_cash_and_equivalents | Nullable(Float64) | number | yes | value | Source-normalized field: change in cash and equivalents.名称推导 |
| 24 | capex | Nullable(Float64) | number | yes | value | Source-normalized field: capex.名称推导 |
| 25 | free_cash_flow | Nullable(Float64) | number | yes | value | Source-normalized field: free cash flow.名称推导 |
| 26 | extra_json | String | string | no | value | Source-normalized field: extra json.名称推导 |
| 27 | publish_tsUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | UTC point-in-time availability timestamp used by PIT reads.标准术语表 |
| 28 | source_tsUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | Timestamp asserted by the upstream source.标准术语表 |
| 29 | ingested_atUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | UTC timestamp when the source record entered the warehouse.标准术语表 |
| 30 | source | LowCardinality(String) | string | no | filter, default_order, warehouse_primary_key, contract_unique_key, provenance | Normalized upstream source identifier.标准术语表 |
| 31 | provider | LowCardinality(String) | string | no | filter, provenance | Upstream data provider identifier.标准术语表 |
| 32 | source_url | String | string | no | provenance | URL of the upstream evidence or record when distributable.标准术语表 |
| 33 | source_record_id | String | string | no | provenance | Provider-side identifier for the source record.标准术语表 |
| 34 | raw_payload_hash | String | string | no | provenance | Opaque fingerprint of the normalized source payload for provenance checks.标准术语表 |
| 35 | parser_version | LowCardinality(String) | string | no | provenance | Version of the parser or normalizer that produced the row.标准术语表 |
| 36 | quality_status | LowCardinality(String) | string | no | provenance | Machine-readable data-quality classification.标准术语表 |
| 37 | license_scope | LowCardinality(String) | string | no | provenance | License or redistribution scope attached to the row.标准术语表 |
| 38 | visibility_tier | LowCardinality(String) | string | no | provenance | Serving visibility tier attached to the row.标准术语表 |
| 39 | ingest_run_id | String | string | no | provenance | Identifier of the ingestion run that produced the row.标准术语表 |
| 40 | version | UInt64 | integer | no | provenance | Monotonic row version used for correction-aware reads.标准术语表 |
| 41 | version_tsUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | provenance | UTC timestamp associated with the row version.标准术语表 |
| 42 | is_deleted | UInt8 | integer | no | value | Soft-delete marker; public serving excludes current tombstones.标准术语表 |
| 43 | created_atUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | value | UTC timestamp when the warehouse row was first created.标准术语表 |
| 44 | updated_atUTC_datetime | DateTime64(3, 'UTC') | string / date-time | no | value | UTC timestamp when the warehouse row was last updated.标准术语表 |
换一个字段名、类型或角色。
结构来自 Friends 只读身份可见的真实 serving relation;权限、过滤、排序、PIT 与分页来自可执行 DatasetSpec。Schema observed at 2026-10-06T18:08:52Z。